Curves in plain edges
For those kind of shapes you can try using curves.
Start with a bézier curve, trace your object and make it a closed curve by selecting the first and last segments and pressing AltC



Make the curve a 2D curve and give it some extrusion.



Repeat that for the rest of the pieces.